this algorithm just made more today than most people make in a decade $623,848 profit in one trade this trader uses this bot, and it was difficult to find out all the information about it COURTSIDE ALPHA bot total P&L: $3.8 million in 23 days it doesn't predict sports better than vegas it predicts when polymarket retail is wrong compared to vegas "fade the streak" strategy: when a team scores high 3 games in a row, retail bets over, bot fades architecture: gradient boosted trees + LSTM trained on 10k + NBA/NHL games data feeds: injury reports (12ms latency), vegas lines via pinnacle scraper (850ms refresh), polymarket orderbook (45ms websocket), twitter sentiment NLP processes 2.4M data points per game execution: modified TWAP, breaks $10k+ orders into 8-15 chunks, randomized sizing, 45-90 second delays between orders average slippage: 0.3¢ 58% win rate avg win: $12,400 avg loss: $3,200 risk/reward: 1:3.8 max concurrent positions: 12-18 runs on AWS us-east-1, python for signals, rust for execution i started copytrading this trader via @polygun_